Enhancing Vaccination Strategy Effectiveness in Epidemic Networks: Exploring a New Centrality Measure and Community Detection Methods.
2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM)(2023)
摘要
The prevention and control of infectious diseases heavily rely on vaccination as a crucial strategy. This study introduces an innovative vaccination approach that includes dynamic community detection in an epidemic network, as well as various centrality measures that are compared to a newly proposed centrality measure. Because these measures can identify Super-Spreaders within communities, we prioritize them for vaccination. Our ultimate goal is to create a network of highly immunized people capable of efficiently controlling disease spread. The effectiveness of our method is extensively evaluated utilizing a variety of evaluation metrics. Furthermore, our technique is remarkably scalable and adaptable, making it a promising solution for dealing with future epidemics with varying situations.
更多查看译文
关键词
dynamic community detection,vaccination strategy,centrality measures,epidemic networks,disease control
AI 理解论文
溯源树
样例
![](https://originalfileserver.aminer.cn/sys/aminer/pubs/mrt_preview.jpeg)
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要